An Approach for Face Validity Assessment of Agent-Based Simulation Models Through Outlier Detection with Process Mining

Author:

Bemthuis Rob,Lazarova-Molnar Sanja

Publisher

Springer Nature Switzerland

Reference28 articles.

1. van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-19345-3

2. Alibrahim, A., Wu, S.: Modelling competition in health care markets as a complex adaptive system: an agent-based framework. Health Syst. 9(3), 212–225 (2020)

3. Balci, O.: Validation, verification, and testing techniques throughout the life cycle of a simulation study. In: Proceedings of Winter Simulation Conference, pp. 215–220. IEEE (1994)

4. Bemthuis, R., Govers, R., Lazarova-Molnar, S.: Using process mining for face validity assessment in agent-based simulation models: an exploratory case study. In: Cooperative Information Systems (in press)

5. Bemthuis, R., Mes, M., Iacob, M.E., Havinga, P.: Using agent-based simulation for emergent behavior detection in cyber-physical systems. In: 2020 Winter Simulation Conference (WSC), pp. 230–241. IEEE (2020)

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